Image Classification on CIFAR-LT-100 Imbalance ratio 100 (test)
0.435BACCM2m
Evaluation results
| Method | Links | ||
|---|---|---|---|
| M2mLoss=LDAM, Re-balancing=M2m2020.04 | 0.435 | 0.342 | |
| M2mLoss=ERM, Re-balancing=M2m2020.04 | 0.429 | 0.33 | |
| DRWLoss=LDAM, Re-balancing=DRW2020.04 | 0.421 | 0.292 | |
| DRSLoss=ERM, Re-balancing=DRS2020.04 | 0.415 | 0.31 | |
| LDAMLoss=LDAM, Re-balancing=None2020.04 | 0.395 | 0.208 | |
| CB-RWLoss=ERM, Re-balancing=CB-RW2020.04 | 0.386 | 0.225 | |
| FocalLoss=Focal, Re-balancing=None2020.04 | 0.377 | 0.221 | |
| ERMLoss=ERM, Re-balancing=None2020.04 | 0.372 | 0.215 | |
| SMOTELoss=ERM, Re-balancing=SMOTE2020.04 | 0.34 | 0.196 | |
| RSLoss=ERM, Re-balancing=RS2020.04 | 0.316 | 0.177 | |
| RWLoss=ERM, Re-balancing=RW2020.04 | 0.301 | 0.176 |